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ArticleJMIR human factors2024

Usability and Acceptability of a Conversational Agent Health Education App (Nthabi) for Young Women in Lesotho: Quantitative Study.

Elizabeth Nkabane-Nkholongo, Mathildah Mpata-Mokgatle, Brian W Jack, Clevanne Julce, Timothy Bickmore

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JMIR human factors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04354168 (Women's mHealth Program), which is not on this map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
2.6field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04354168 nacompletednot on this map

Women's mHealth Program: Nthabi Application in Lesotho

TypeinterventionalSponsorBoston UniversityRan2021 to 2022Enrolled160ConditionsPreconception CareArmsmHealth Application
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 6 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 4 institutions in 2 countries.

Elizabeth Nkabane-Nkholongo *School of Public Health, Sefako Makgatho Health Sciences University, Pretoria, South Africa.ORCID 0000-0003-4894-9162
Mathildah Mpata-Mokgatle *School of Public Health, Sefako Makgatho Health Sciences University, Pretoria, South Africa.ORCID 0000-0001-5807-8212
Brian W Jack *Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, United States.ORCID 0000-0002-6497-2437
Clevanne Julce *Umass Chan Medical School, University of Massachusetts, Worcester, MA, United States.ORCID 0000-0001-5633-8252
Timothy Bickmore *Khoury College of Computer Sciences, Northeastern University, Boston, MA, United States.ORCID 0000-0002-2676-9788
Sefako Makgatho Health Sciences University · ZABoston University · USNortheastern University · USUniversity of Massachusetts Chan Medical School · US

Funding

National Dissemination of the Gabby Women's mHealth Program in LesothoR21TW011361 · FIC · BOSTON UNIVERSITY MEDICAL CAMPUS · PI JACK, BRIAN WILLIAM · 2019 to 2020
$414k
FIC NIH HHS R21 TW011361
6 · The paper itself

Abstract

backgroundYoung women in Lesotho face myriad sexual and reproductive health problems. There is little time to provide health education to women in low-resource settings with critical shortages of human resources for health.

objectiveThis study aims to determine the acceptability and usability of a conversational agent system, the Nthabi health promotion app, which was culturally adapted for use in Lesotho.

methodsWe conducted a descriptive quantitative study, using a 22-item Likert scale survey to assess the perceptions of the usability and acceptability of 172 young women aged 18-28 years in rural districts of Lesotho, who used the system on either smartphones or tablets for up to 6 weeks. Descriptive statistics were used to calculate the averages and frequencies of the variables. χ

resultsA total of 138 participants were enrolled and completed the survey. The mean age was 22 years, most were unmarried, 56 (40.6%) participants had completed high school, 39 (28.3%) participants were unemployed, and 88 (63.8%) participants were students. Respondents believed the app was helpful, with 134 (97.1%) participants strongly agreeing or agreeing that the app was "effective in helping them make decisions" and "could quickly improve health education and counselling." In addition, 136 (98.5%) participants strongly agreed or agreed that the app was "simple to use," 130 (94.2 %) participants reported that Nthabi could "easily repeat words that were not well understood," and 128 (92.7%) participants reported that the app "could quickly load the information on the screen." Respondents were generally satisfied with the app, with 132 (95.6%) participants strongly agreeing or agreeing that the health education content delivered by the app was "well organised and delivered in a timely way," while 133 (96.4%) participants "enjoyed using the interface." They were satisfied with the cultural adaptation, with 133 (96.4%) participants strongly agreeing or agreeing that the app was "culturally appropriate and that it could be easily shared with a family or community members." They also reported that Nthabi was worthwhile, with 127 (92%) participants reporting that they strongly agreed or agreed that they were "satisfied with the application and intended to continue using it," while 135 (97.8%) participants would "encourage others to use it." Participants aged 18-24 years (vs those aged 25-28 years) agreed that the "Nthabi app was simple to use" (106/106, 100% vs 30/32, 98.8%; P=.01), and agreed that "the educational content was well organised and delivered in a timely way" (104/106, 98.1% vs 28/32, 87.5%; P=.01).

conclusionsThese results support further study of conversational agent systems as alternatives to traditional face-to-face provision of health education services in Lesotho, where there are critical shortages of human resources for health.

trial registrationClinicalTrials.gov NCT04354168; https://www.clinicaltrials.gov/study/NCT04354168.

Indexed as

Mobile ApplicationsAdolescentAdultCommunicationFemaleHealth EducationHealth PromotionHumansLesothoYoung Adultacceptabilityappapplicationapplicationsconversational agent technologyeducationhealth education in Africahealth informationhealth information technologyhealth promotionmHealth adaptationpreconception caresurveyusabilitywomanwomenwomen's healthwomen’s health educationyoung women

Identifiers

PMID38470460
PMCPMC10966441
OpenAlexW4389554611

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.